{"id":6325,"date":"2015-03-20T10:00:22","date_gmt":"2015-03-20T01:00:22","guid":{"rendered":"http:\/\/www.techscore.com\/blog\/?p=6325"},"modified":"2018-11-14T16:33:48","modified_gmt":"2018-11-14T07:33:48","slug":"python_list_tips","status":"publish","type":"post","link":"https:\/\/www.techscore.com\/blog\/2015\/03\/20\/python_list_tips\/","title":{"rendered":"Python\u306eList\u578b\u306b\u3064\u3044\u3066\u8af8\u3005\uff0dTips for List type in Python"},"content":{"rendered":"

\u306f\u3058\u3081\u307e\u3057\u3066\u3001\u80e1\u3068\u7533\u3057\u307e\u3059\u3002
\n\u666e\u6bb5\u306f\u8a00\u8a9e\u51e6\u7406\u306e\u7814\u7a76\u958b\u767a\u306b\u643a\u308f\u3063\u3066\u304a\u308a\u3001Python\u3067\u5b9f\u9a13\u74b0\u5883\u3092\u4f5c\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002
\n\u4eca\u56de\u306f\u3001\u79c1\u304c\u5b9f\u969b\u306b\u5b9f\u9a13\u3067\u3088\u304f\u4f7f\u3046List\u578b\u306b\u95a2\u3059\u308b\u64cd\u4f5c\u30e1\u30e2\u3092\u30b7\u30a7\u30a2\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n

\u3042\u308c\uff1fPython\u306eList\u306f\u601d\u3063\u305f\u901a\u308a\u306b\u52d5\u304b\u306a\u3044\u306a\uff01<\/h2>\n

\u300c\u30e4\u30d0\u30a4\u3001backup\u7528\u306eList\u3082\u4e0a\u66f8\u304d\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\uff01\u300d\u3068\u3001
\n\u81ea\u5206\u306e\u7518\u3055\u306b\u5f8c\u6094\u3057\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

>>> foo = ['a', 'b', 'c']\r\n>>> foo_back = foo<\/pre>\n

\u3053\u306e\u524d\u63d0\u3067\u3001foo[0]\u306b'd'\u3092\u4e0e\u3048\u308b\u3068\u3001foo_back\u3082['d', 'b', 'c']\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3088\u306d\u3002
\n\u3053\u308c\u306f\u3001Python\u3067\u306f\u3001\u3042\u308b\u5909\u6570\u306bList\u578b\u306e\u5909\u6570\u3092assignment\uff08foo_back = foo\uff09\u3059\u308b\u3068\u3044\u3046\u306e\u306f\u3001
\n\u5358\u306b\u201c=\u201d\u30aa\u30da\u30ec\u30fc\u30bf\u524d\u306e\u5909\u6570\uff08foo_back\uff09\u306b
\n\u300c\u305d\u306e\u5f8c\u308d\u306e\u5909\u6570\uff08foo\uff09\u304c\u53c2\u7167\u3057\u3066\u3044\u308blist\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u300d
\n\u3068\u6559\u3048\u305f\u3060\u3051\u3060\u304b\u3089\u3067\u3059\u3002
\n\u3064\u307e\u308a\u3001\u4e0a\u8ff0\u306e\u4f8b\u3067\u306f\u3001foo_back = foo\u306b\u3088\u308bList\u4e2d\u8eab\u306e\u30b3\u30d4\u30fc\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n

\u3053\u308c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u306f\u3001<\/p>\n

>>> import copy\r\n>>> foo_back = copy.copy(foo)<\/pre>\n

\u3092\u4f7f\u3044\u307e\u3059\u3002
\n\u307e\u305f\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u306b\u3088\u308bList\u578b\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

>>> foo_back = foo[:]<\/pre>\n

Shallow copies of dictionaries can be made using dict.copy(), and of lists by assigning a slice of the entire list, for example, copied_list = original_list[:].<\/p><\/blockquote>\n

--Python 2.7.9 documentation: copy<\/a><\/p>\n

\u3053\u3053\u3067\u201cfoo[:]\u201d\u3068\u3044\u3046\u306e\u306f\u3001\u5143\u3005\u306ffoo[n:m]\u3067\u3042\u308a\u3001
\nfoo\u306e n \u304b\u3089 m-1 \u307e\u3067\u306e\u8981\u7d20\u3092\u30b9\u30e9\u30a4\u30b9\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002
\n\u5168List\u306e\u30b3\u30d4\u30fc\u3067\u3042\u308b\u305f\u3081\u3001 n \u3068 m \u306f\u305d\u308c\u305e\u308c 0 \u3068 len(foo)\u3000\u306b\u306a\u308a\u3001
\n\u7701\u7565\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u3053\u306e\u3088\u3046\u306b\u3001List\u3092\u30b3\u30d4\u30fc\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001
\nfoo\u3092\u3069\u306e\u3088\u3046\u306b\u5909\u66f4\u3057\u3066\u3082\u3001foo_back\u3078\u306e\u5f71\u97ff\u306f\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u305f\u3060\u3057\u3001\u4e0a\u8ff0\u306e\u65b9\u6cd5\u306f\u3044\u305a\u308c\u3082\u6d45\u3044\u30b3\u30d4\u30fc\uff08shallow copy\uff09\u3067\u3042\u308a\u3001
\n[['a', 'b'], 'c', 'd'] \u306e\u3088\u3046\u306a\u3001nested list\u306b\u306a\u3063\u305f\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc\u306b\u306f\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n

>>> foo = [['a', 'b'], 'c', 'd']\r\n>>> foo_back = foo[:]\r\n>>> foo[0][1] = 1\r\n>>> print foo_back\r\n[['a', 1], 'c', 'd']<\/pre>\n

\u3053\u306e\u5834\u5408\u306f\u3001\u6df1\u3044\u30b3\u30d4\u30fc\uff08deep copy\uff09\u3092\u4f7f\u3044\u307e\u3057\u3087\u3046\u3002<\/p>\n

>>> foo = [['a', 'b'], 'c', 'd']\r\n>>> import copy\r\n>>> foo_back = copy.deepcopy(foo)\r\n>>> foo[0][1] = 1\r\n>>> print foo_back\r\n[['a', 'b'], 'c', 'd']<\/pre>\n

\u53c2\u8003\uff1aPython 2.7.9 documentation: copy<\/a><\/p>\n

\u307b\u304b\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u8a00\u8a9e\u3068\u6bd4\u8f03\u3059\u308b\u305f\u3081\u306b\u3001JavaScript\u3068Ruby\u306eList\u30b3\u30d4\u30fc\u6cd5\u306b\u3064\u3044\u3066\u3082\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n

Python\u3001JavaScript\u3068Ruby\u306eList\u30b3\u30d4\u30fc\u6cd5<\/b><\/font><\/p>\n\n\n\n\n\n\n\n\n<\/table>\n

\uff0ajQuery\u4f7f\u7528\u3002\u307e\u305f\u3001\u53d6\u5f97\u3057\u305ffoo_back\u306f\u8f9e\u66f8\u578bList\u306b\u306a\u308a\u307e\u3059\u3002
\n\u3000\u4f8b\u3048\u3070foo = [\"a\", \"b\", \"c\"]\u306ffoo_back = {0: \"a\", 1: \"b\", 2: \"c\"}\u306b\u306a\u308a\u307e\u3059\u3002
\n\u3000\u3053\u306e\u5834\u5408\u3001foo == foo_back\u306ffalse\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u304c\u3001
\n\u3000foo[0] == foo_back\u306ftrue\u3067\u3042\u308a\u3001\u3064\u307e\u308a\u8981\u7d20\u306e\u53d6\u5f97\u306b\u306f\u652f\u969c\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n<\/p>\n

nested list\u3092\u5c55\u958b<\/h2>\n

[('a', 'b', 1), ('c', 'd', 1)]\u306e\u3088\u3046\u306aTuple\u578b\u540c\u58eb\uff08\u3082\u3057\u304f\u306fList\u578b\u540c\u58eb\uff09\u306enested list\u3092
\n['a', 'b', 1, 'c', 'd', 1]\u306e\u3088\u3046\u306a1\u6b21\u5143List\u306b\u5c55\u958b\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4f8b\u3048\u3070\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

>>> foo = [('a', 'b', 1), ('c', 'd', 1)]\r\n>>> list(reduce(lambda x, y: x + y, foo))\r\n['a', 'b', 1, 'c', 'd', 1]<\/pre>\n

\u3067\u3059\u304c\u3001\u73fe\u5b9f\u306e\u4e16\u754c\u3067\u306f\u3084\u306f\u308a\u3088\u308a\u8907\u96d1\u306a\u69cb\u9020\u304c\u3042\u308a\u307e\u3059\u3002
\n\u81ea\u5206\u306e\u5834\u5408\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u30c4\u30ea\u30fc\u69cb\u9020\u3092\u5c55\u958b\u3057\u3066\u5358\u8a9e\u30ea\u30b9\u30c8\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3057\u3070\u3057\u3070\u3042\u308a\u307e\u3059\u3002
\n\u4f8b\u3048\u3070\u3001\u300c\u8cb4\u793e\u306e\u8a18\u8005\u304c\u6c7d\u8eca\u3067\u5e30\u793e\u3057\u305f\u300d\u306e\u69cb\u6587\u89e3\u6790\u7d50\u679c\u306e\u4e00\u4f8b\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n

\n\u8cb4\u793e\u306e\u2510
\n\u3000\u3000\u8a18\u8005\u304c
\n\u3000\u3000\u3000|
\n\u3000\u3000\u6c7d\u8eca\u3067\u2510
\n\u3000\u3000\u3000\u5e30\u793e\u3057\u305f\n<\/p><\/blockquote>\n

\u3053\u306e\u30c4\u30ea\u30fc\u69cb\u9020\u306b\u5bfe\u3057\u3066\u3001\u5358\u8a9e\u3068\u5358\u8a9e\u306e\u95a2\u4fc2\u3092Tuple\u578b\u3001\u6587\u7bc0\u3068\u6587\u7bc0\u306e\u95a2\u4fc2\u3092List\u578b\u3067\u8868\u73fe\u3059\u308b\u3068\u3001\u4f8b\u6587\u3092
\n[[[[(u\"\u8cb4\u793e\", u\"\u306e\")], (u\"\u8a18\u8005\", u\"\u304c\")], (u\"\u6c7d\u8eca\", u\"\u3067\")], (u\"\u5e30\u793e\", u\"\u3057\", u\"\u305f\")]
\n\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u3053\u306eList\u304b\u3089\u3001\u4f8b\u3048\u3070\u5358\u8a9e\u983b\u5ea6\u306a\u3069\u306e\u60c5\u5831\u3092\u5f97\u308b\u305f\u3081\u306b\u3001
\n\u8907\u96d1\u306anested list\u69cb\u9020\uff08\u591a\u6b21\u5143\uff09\u3092\u5358\u8a9eList\uff081\u6b21\u5143\uff09\u306b\u76f4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002
\n\u307e\u305f\u3001\u4e0a\u8ff0\u306e\u3088\u3046\u306a\u8907\u96d1\u306anested list\u69cb\u9020\u30921\u6b21\u5143List\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306b\u306f\u3001
\nPython2.x\u7cfb\u3067\u306f\u3001compiler package\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\r\n>>> foo = [[[[(u\"\u8cb4\u793e\", u\"\u306e\")], (u\"\u8a18\u8005\", u\"\u304c\")], (u\"\u6c7d\u8eca\", u\"\u3067\")], (u\"\u5e30\u793e\", u\"\u3057\", u\"\u305f\")]\r\n>>> from compiler.ast import flatten\r\n>>> print ' '.join(flatten(foo))\r\n\u8cb4\u793e \u306e \u8a18\u8005 \u304c \u6c7d\u8eca \u3067 \u5e30\u793e \u3057 \u305f<\/pre>\n

\u3057\u304b\u3057\u3001Python 3.x\u7cfb\u306b\u306a\u308b\u3068compiler package\u304c\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n

Deprecated since version 2.6: The compiler package has been removed in Python 3.<\/p><\/blockquote>\n

--Python 2.7.9 documentation: Python compiler package<\/a><\/p>\n

\u3053\u306e\u5834\u5408\u306f\u3001\u81ea\u5206\u3067flatten\u95a2\u6570\u3092\u4f5c\u3089\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n

>>> flatten = lambda x: [y for ls in x for y in flatten(ls)] if type(x) in (list, tuple) else [x]<\/pre>\n

\u3053\u306e\u3088\u3046\u306b\u5c55\u958b\u7528\u306e\u95a2\u6570\u3092\u4f5c\u3063\u3066\u304a\u3051\u3070\u3001foo\u306e\u5c55\u958b\u304c\u5bb9\u6613\u306b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

>>> print ' '.join(flatten(foo))\r\n\u8cb4\u793e \u306e \u8a18\u8005 \u304c \u6c7d\u8eca \u3067 \u5e30\u793e \u3057 \u305f<\/pre>\n

\u3053\u306eflatten\u95a2\u6570\u3067\u306f\u3001\u518d\u5e30\u7684\u306b\u5c55\u958b\u5bfe\u8c61nested list\u306b\u3042\u308b\u8981\u7d20\u3092\u5224\u65ad\u3057\u3001
\nList\u578b\u3082\u3057\u304f\u306fTuple\u578b\u306e\u5834\u5408\u306f\u305d\u308c\u3092\u3055\u3089\u306b\u5c55\u958b\u3057\u3001
\n\u305d\u3046\u3067\u306a\u3044\u5834\u5408\u306f\u305d\u308c\u3092\u51fa\u529bList\u306b\u8ffd\u52a0\u3059\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u306f\u3058\u3081\u307e\u3057\u3066\u3001\u80e1\u3068\u7533\u3057\u307e\u3059\u3002
\n\u666e\u6bb5\u306f\u8a00\u8a9e\u51e6\u7406\u306e\u7814\u7a76\u958b\u767a\u306b\u643a\u308f\u3063\u3066\u304a\u308a\u3001Python\u3067\u5b9f\u9a13\u74b0\u5883\u3092\u4f5c\u3063\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002
\n\u4eca\u56de\u306f\u3001\u79c1\u304c\u5b9f\u969b\u306b\u5b9f\u9a13\u3067\u3088\u304f\u4f7f\u3046List\u578b\u306b\u95a2\u3059\u308b\u64cd\u4f5c\u30e1\u30e2\u3092\u30b7\u30a7\u30a2\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002
\u7d9a\u304d\u3092\u8aad\u3080...<\/a><\/p>\n","protected":false},"author":35,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[159,160,120,139],"_links":{"self":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts\/6325"}],"collection":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/users\/35"}],"replies":[{"embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/comments?post=6325"}],"version-history":[{"count":75,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts\/6325\/revisions"}],"predecessor-version":[{"id":6475,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/posts\/6325\/revisions\/6475"}],"wp:attachment":[{"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/media?parent=6325"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/categories?post=6325"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.techscore.com\/blog\/wp-json\/wp\/v2\/tags?post=6325"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

\n<\/td>\n\nshallow copy<\/b>\n<\/td>\n\ndeep copy<\/b>\n<\/td>\n<\/tr>\n<\/thead>\n
\nPython<\/b>\n<\/td>\n\nfoo_back = copy.copy(foo)
\n\u3000\u3000\u6216\u3044\u306f
\nfoo_back = foo[:]\n<\/td>\n
\nfoo_back = copy.deepcopy(foo)\n<\/td>\n<\/tr>\n
\nJavaScript<\/b>\n<\/td>\n\nvar foo_back = jQuery.extend({}, foo);\uff08\uff0a\uff09
\n\u3000\u3000\u6216\u3044\u306f
\nvar foo_back = foo.slice(0, foo.length);
\n\u3000\u3000\u6216\u3044\u306f
\nvar foo_back = [].concat(foo);\n<\/td>\n
\nvar foo_back = jQuery.extend(true, {}, foo);\uff08\uff0a\uff09\n<\/td>\n<\/tr>\n
\nRuby<\/b>\n<\/td>\n\nfoo_back = foo.clone
\n\u3000\u3000\u6216\u3044\u306f
\nfoo_back = foo[0..foo.length]\n<\/td>\n
\nfoo_back = Marshal.load(Marshal.dump(foo))\n<\/td>\n<\/tr>\n